Diabetic Time Series Report

Dataset statistics

Number of variables	21
Number of observations	145
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	24.9 KiB
Average record size in memory	176.0 B

Variable types

Categorical	3
Text	1
Unsupported	4
Numeric	13

Alerts

`class` has constant value "Diabetic"	Constant
`flag` has constant value "real"	Constant
`file_path` has unique values	Unique
`rms_acc_x` has unique values	Unique
`rms_acc_y` has unique values	Unique
`path` has unique values	Unique
`samp_en_x` has unique values	Unique
`samp_en_y` has unique values	Unique
`f80_x` has unique values	Unique
`f80_y` has unique values	Unique
`mf_lf_x` has unique values	Unique
`mf_lf_y` has unique values	Unique
`mf_mf_x` has unique values	Unique
`mf_mf_y` has unique values	Unique
`mf_hf_x` has unique values	Unique
`mf_hf_y` has unique values	Unique
`cop_x` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`cop_y` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`acc_x` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`acc_y` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2024-05-22 08:30:59.826348
Analysis finished	2024-05-22 08:31:15.792072
Duration	15.97 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

class
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

Diabetic	145

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	1160
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Diabetic
2nd row	Diabetic
3rd row	Diabetic
4th row	Diabetic
5th row	Diabetic

Common Values

Value	Count	Frequency (%)
Diabetic	145	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
diabetic	145	100.0%

Most occurring characters

Value	Count	Frequency (%)
i	290	25.0%
D	145	12.5%
a	145	12.5%
b	145	12.5%
e	145	12.5%
t	145	12.5%
c	145	12.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1160	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	290	25.0%
D	145	12.5%
a	145	12.5%
b	145	12.5%
e	145	12.5%
t	145	12.5%
c	145	12.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1160	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	290	25.0%
D	145	12.5%
a	145	12.5%
b	145	12.5%
e	145	12.5%
t	145	12.5%
c	145	12.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1160	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	290	25.0%
D	145	12.5%
a	145	12.5%
b	145	12.5%
e	145	12.5%
t	145	12.5%
c	145	12.5%

file_path
Text

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

Length

Max length	60
Median length	59
Mean length	57.855172
Min length	56

Characters and Unicode

Total characters	8389
Distinct characters	37
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	145 ?
Unique (%)	100.0%

Sample

1st row	../data/raw/COP_Tests/DG\participant_1\EBOA 1_SWARII.txt
2nd row	../data/raw/COP_Tests/DG\participant_1\EBOA 2_SWARII.txt
3rd row	../data/raw/COP_Tests/DG\participant_1\EBOA 3_SWARII.txt
4th row	../data/raw/COP_Tests/DG\participant_1\EBOASI1_SWARII.txt
5th row	../data/raw/COP_Tests/DG\participant_1\EBOASI2_SWARII.txt

Value	Count	Frequency (%)
2_swarii.txt	47	16.7%
1_swarii.txt	47	16.7%
3_swarii.txt	42	14.9%
data/raw/cop_tests/dg\participant_1\eboa	3	1.1%
data/raw/cop_tests/dg\participant_2\eboa	3	1.1%
data/raw/cop_tests/dg\participant_7\eboasi	3	1.1%
data/raw/cop_tests/dg\participant_7\eboa	3	1.1%
data/raw/cop_tests/dg\participant_2\eboasi	3	1.1%
data/raw/cop_tests/dg\participant_2\eboasitd	3	1.1%
data/raw/cop_tests/dg\participant_2\eboatd	3	1.1%
Other values (49)	124	44.1%

Most occurring characters

Value	Count	Frequency (%)
t	870	10.4%
a	725	8.6%
/	580	6.9%
.	435	5.2%
_	435	5.2%
I	358	4.3%
p	290	3.5%
\	290	3.5%
s	290	3.5%
i	290	3.5%
Other values (27)	3826	45.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8389	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	870	10.4%
a	725	8.6%
/	580	6.9%
.	435	5.2%
_	435	5.2%
I	358	4.3%
p	290	3.5%
\	290	3.5%
s	290	3.5%
i	290	3.5%
Other values (27)	3826	45.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8389	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	870	10.4%
a	725	8.6%
/	580	6.9%
.	435	5.2%
_	435	5.2%
I	358	4.3%
p	290	3.5%
\	290	3.5%
s	290	3.5%
i	290	3.5%
Other values (27)	3826	45.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8389	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	870	10.4%
a	725	8.6%
/	580	6.9%
.	435	5.2%
_	435	5.2%
I	358	4.3%
p	290	3.5%
\	290	3.5%
s	290	3.5%
i	290	3.5%
Other values (27)	3826	45.6%

exam
Categorical

Distinct	10
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

EBOA	21
EBOC	19
EBOCTD	19
EBOATD	18
EBOASI	17
Other values (5)	51

Length

Max length	8
Median length	6
Mean length	5.9172414
Min length	4

Characters and Unicode

Total characters	858
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	EBOA
2nd row	EBOA
3rd row	EBOA
4th row	EBOASI
5th row	EBOASI

Common Values

Value	Count	Frequency (%)
EBOA	21	14.5%
EBOC	19	13.1%
EBOCTD	19	13.1%
EBOATD	18	12.4%
EBOASI	17	11.7%
EBOCSI	17	11.7%
EBOASITD	11	7.6%
EBOCSITD	11	7.6%
EBOATDSI	6	4.1%
EBOCTDSI	6	4.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
eboa	21	14.5%
eboc	19	13.1%
eboctd	19	13.1%
eboatd	18	12.4%
eboasi	17	11.7%
ebocsi	17	11.7%
eboasitd	11	7.6%
ebocsitd	11	7.6%
eboatdsi	6	4.1%
eboctdsi	6	4.1%

Most occurring characters

Value	Count	Frequency (%)
E	145	16.9%
B	145	16.9%
O	145	16.9%
A	73	8.5%
C	72	8.4%
T	71	8.3%
D	71	8.3%
S	68	7.9%
I	68	7.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	858	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
E	145	16.9%
B	145	16.9%
O	145	16.9%
A	73	8.5%
C	72	8.4%
T	71	8.3%
D	71	8.3%
S	68	7.9%
I	68	7.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	858	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
E	145	16.9%
B	145	16.9%
O	145	16.9%
A	73	8.5%
C	72	8.4%
T	71	8.3%
D	71	8.3%
S	68	7.9%
I	68	7.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	858	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
E	145	16.9%
B	145	16.9%
O	145	16.9%
A	73	8.5%
C	72	8.4%
T	71	8.3%
D	71	8.3%
S	68	7.9%
I	68	7.9%

cop_x
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

cop_y
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

flag
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

real	145

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	580
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	real
2nd row	real
3rd row	real
4th row	real
5th row	real

Common Values

Value	Count	Frequency (%)
real	145	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
real	145	100.0%

Most occurring characters

Value	Count	Frequency (%)
r	145	25.0%
e	145	25.0%
a	145	25.0%
l	145	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	580	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	145	25.0%
e	145	25.0%
a	145	25.0%
l	145	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	580	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	145	25.0%
e	145	25.0%
a	145	25.0%
l	145	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	580	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	145	25.0%
e	145	25.0%
a	145	25.0%
l	145	25.0%

acc_x
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

acc_y
Unsupported

REJECTED UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	2.3 KiB

rms_acc_x
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.258517

Minimum	0.25914433
Maximum	3.6350462
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.25914433
5-th percentile	0.33439459
Q1	0.58997181
median	1.0024691
Q3	1.614508
95-th percentile	3.2672617
Maximum	3.6350462
Range	3.3759019
Interquartile range (IQR)	1.0245362

Descriptive statistics

Standard deviation	0.87666155
Coefficient of variation (CV)	0.69658298
Kurtosis	0.54624676
Mean	1.258517
Median Absolute Deviation (MAD)	0.44978577
Skewness	1.1837494
Sum	182.48497
Variance	0.76853547
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3260067847	1	0.7%
0.3022313856	1	0.7%
2.143757605	1	0.7%
1.403567964	1	0.7%
1.918805703	1	0.7%
1.512191204	1	0.7%
1.4110637	1	0.7%
0.832120853	1	0.7%
0.8302815091	1	0.7%
2.951127077	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2591443278	1	0.7%
0.3022313856	1	0.7%
0.308388578	1	0.7%
0.3124144887	1	0.7%
0.3160563604	1	0.7%
0.3226532419	1	0.7%
0.3260067847	1	0.7%
0.3339899268	1	0.7%
0.3360132492	1	0.7%
0.3383619281	1	0.7%

Value	Count	Frequency (%)
3.635046221	1	0.7%
3.521455577	1	0.7%
3.379886078	1	0.7%
3.371286647	1	0.7%
3.35143677	1	0.7%
3.320655425	1	0.7%
3.304007668	1	0.7%
3.270471469	1	0.7%
3.254422552	1	0.7%
3.250178474	1	0.7%

rms_acc_y
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.6744599

Minimum	0.58563669
Maximum	4.7358037
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.58563669
5-th percentile	0.71496771
Q1	1.1772546
median	1.5574802
Q3	2.064029
95-th percentile	2.8947581
Maximum	4.7358037
Range	4.150167
Interquartile range (IQR)	0.88677442

Descriptive statistics

Standard deviation	0.72213868
Coefficient of variation (CV)	0.43126663
Kurtosis	1.8511159
Mean	1.6744599
Median Absolute Deviation (MAD)	0.45189432
Skewness	1.0736062
Sum	242.79669
Variance	0.52148427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.234905424	1	0.7%
0.6531737766	1	0.7%
2.300909793	1	0.7%
1.49952771	1	0.7%
2.043581626	1	0.7%
1.656620217	1	0.7%
1.353137291	1	0.7%
1.757837831	1	0.7%
1.950597266	1	0.7%
2.906900619	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5856366856	1	0.7%
0.615411436	1	0.7%
0.6302159496	1	0.7%
0.6521667451	1	0.7%
0.6531737766	1	0.7%
0.6699356414	1	0.7%
0.6762216743	1	0.7%
0.7141642556	1	0.7%
0.7181815059	1	0.7%
0.7548183754	1	0.7%

Value	Count	Frequency (%)
4.735803706	1	0.7%
3.763980729	1	0.7%
3.5972047	1	0.7%
3.534036663	1	0.7%
3.510281648	1	0.7%
3.083738004	1	0.7%
2.931239731	1	0.7%
2.906900619	1	0.7%
2.846187973	1	0.7%
2.749589159	1	0.7%

path
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	331.06076

Minimum	80.653179
Maximum	1008.5273
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	80.653179
5-th percentile	144.6703
Q1	230.39979
median	285.76605
Q3	408.71683
95-th percentile	644.31575
Maximum	1008.5273
Range	927.87409
Interquartile range (IQR)	178.31704

Descriptive statistics

Standard deviation	161.0815
Coefficient of variation (CV)	0.48656173
Kurtosis	2.5875359
Mean	331.06076
Median Absolute Deviation (MAD)	73.90362
Skewness	1.4449397
Sum	48003.81
Variance	25947.249
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
296.434712	1	0.7%
183.9238584	1	0.7%
361.1533936	1	0.7%
281.9303543	1	0.7%
326.6206521	1	0.7%
223.3378774	1	0.7%
340.8983002	1	0.7%
295.5794942	1	0.7%
316.0320277	1	0.7%
522.6824591	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
80.65317932	1	0.7%
101.1873642	1	0.7%
115.5370644	1	0.7%
121.3219372	1	0.7%
127.9170362	1	0.7%
139.0355561	1	0.7%
139.63642	1	0.7%
144.1811905	1	0.7%
146.6267406	1	0.7%
150.7161662	1	0.7%

Value	Count	Frequency (%)
1008.527271	1	0.7%
888.4785434	1	0.7%
801.0020137	1	0.7%
789.4488021	1	0.7%
660.157469	1	0.7%
658.9624648	1	0.7%
655.2655496	1	0.7%
645.1747631	1	0.7%
640.8796774	1	0.7%
628.4483967	1	0.7%

samp_en_x
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.15629083

Minimum	0.0061142936
Maximum	0.5049259
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.0061142936
5-th percentile	0.026325307
Q1	0.061370803
median	0.11366843
Q3	0.21502756
95-th percentile	0.41706552
Maximum	0.5049259
Range	0.49881161
Interquartile range (IQR)	0.15365676

Descriptive statistics

Standard deviation	0.12387867
Coefficient of variation (CV)	0.79261635
Kurtosis	0.19712706
Mean	0.15629083
Median Absolute Deviation (MAD)	0.068913192
Skewness	1.0737568
Sum	22.66217
Variance	0.015345924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0262144319	1	0.7%
0.0252377168	1	0.7%
0.3186173035	1	0.7%
0.1970319096	1	0.7%
0.2761956821	1	0.7%
0.2031745821	1	0.7%
0.1706180369	1	0.7%
0.0991553243	1	0.7%
0.0927052113	1	0.7%
0.3987009958	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0061142936	1	0.7%
0.0179495302	1	0.7%
0.0194367352	1	0.7%
0.0221201324	1	0.7%
0.0226633118	1	0.7%
0.0234826439	1	0.7%
0.0252377168	1	0.7%
0.0262144319	1	0.7%
0.026768806	1	0.7%
0.026918962	1	0.7%

Value	Count	Frequency (%)
0.5049259016	1	0.7%
0.4794228512	1	0.7%
0.4577484674	1	0.7%
0.4474252699	1	0.7%
0.426893108	1	0.7%
0.4245110705	1	0.7%
0.4235924927	1	0.7%
0.4170950598	1	0.7%
0.4169473451	1	0.7%
0.414663368	1	0.7%

samp_en_y
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.21827868

Minimum	0.050509683
Maximum	0.52520618
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.050509683
5-th percentile	0.079512048
Q1	0.14211294
median	0.20797001
Q3	0.28853043
95-th percentile	0.39175229
Maximum	0.52520618
Range	0.47469649
Interquartile range (IQR)	0.14641749

Descriptive statistics

Standard deviation	0.10035018
Coefficient of variation (CV)	0.45973421
Kurtosis	-0.25637874
Mean	0.21827868
Median Absolute Deviation (MAD)	0.073160492
Skewness	0.5442248
Sum	31.650408
Variance	0.010070158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1640801225	1	0.7%
0.0633395022	1	0.7%
0.3433432475	1	0.7%
0.2129036343	1	0.7%
0.2785150921	1	0.7%
0.2139160305	1	0.7%
0.1904972061	1	0.7%
0.2399547157	1	0.7%
0.2499533658	1	0.7%
0.3636817654	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0505096829	1	0.7%
0.0633395022	1	0.7%
0.0640366595	1	0.7%
0.0648011554	1	0.7%
0.0654811802	1	0.7%
0.0732397568	1	0.7%
0.0767464542	1	0.7%
0.0789925748	1	0.7%
0.081589939	1	0.7%
0.0828299134	1	0.7%

Value	Count	Frequency (%)
0.5252061779	1	0.7%
0.4699560996	1	0.7%
0.4544238035	1	0.7%
0.4295388524	1	0.7%
0.4167680244	1	0.7%
0.4058541375	1	0.7%
0.4032752412	1	0.7%
0.3923617592	1	0.7%
0.3893143916	1	0.7%
0.3743585719	1	0.7%

f80_x
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	589.87544

Minimum	83.723193
Maximum	1752.3511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	83.723193
5-th percentile	159.13714
Q1	318.96869
median	509.56544
Q3	771.35312
95-th percentile	1379.5523
Maximum	1752.3511
Range	1668.6279
Interquartile range (IQR)	452.38443

Descriptive statistics

Standard deviation	369.47281
Coefficient of variation (CV)	0.62635733
Kurtosis	0.87176132
Mean	589.87544
Median Absolute Deviation (MAD)	216.78309
Skewness	1.1365207
Sum	85531.939
Variance	136510.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
223.5560484	1	0.7%
291.9557627	1	0.7%
812.1815812	1	0.7%
601.2477794	1	0.7%
726.3485312	1	0.7%
590.1815958	1	0.7%
705.3583992	1	0.7%
361.3902653	1	0.7%
427.6134274	1	0.7%
1170.743891	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
83.72319299	1	0.7%
117.4162025	1	0.7%
122.3874193	1	0.7%
130.5949988	1	0.7%
134.4794073	1	0.7%
134.5016009	1	0.7%
156.2953379	1	0.7%
157.0978714	1	0.7%
167.294225	1	0.7%
168.9048713	1	0.7%

Value	Count	Frequency (%)
1752.351102	1	0.7%
1717.555541	1	0.7%
1617.785999	1	0.7%
1523.612717	1	0.7%
1444.065125	1	0.7%
1432.706348	1	0.7%
1416.779285	1	0.7%
1381.492262	1	0.7%
1371.792486	1	0.7%
1359.370467	1	0.7%

f80_y
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	726.9731

Minimum	241.43573
Maximum	1744.9533
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	241.43573
5-th percentile	376.10713
Q1	532.55872
median	670.67664
Q3	864.23272
95-th percentile	1261.1804
Maximum	1744.9533
Range	1503.5175
Interquartile range (IQR)	331.67401

Descriptive statistics

Standard deviation	277.39373
Coefficient of variation (CV)	0.38157358
Kurtosis	1.1361381
Mean	726.9731
Median Absolute Deviation (MAD)	148.4152
Skewness	1.0149811
Sum	105411.1
Variance	76947.282
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
701.5266459	1	0.7%
428.3704007	1	0.7%
821.5207362	1	0.7%
607.1560714	1	0.7%
736.0650005	1	0.7%
535.9529928	1	0.7%
653.8929434	1	0.7%
800.1950622	1	0.7%
804.2285832	1	0.7%
1174.503417	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
241.4357278	1	0.7%
303.0666067	1	0.7%
327.6482601	1	0.7%
332.8057896	1	0.7%
347.0314389	1	0.7%
354.7246486	1	0.7%
355.6780477	1	0.7%
375.0468173	1	0.7%
380.3483746	1	0.7%
383.5648493	1	0.7%

Value	Count	Frequency (%)
1744.953277	1	0.7%
1641.967344	1	0.7%
1399.561577	1	0.7%
1376.404053	1	0.7%
1361.954908	1	0.7%
1279.712907	1	0.7%
1267.205493	1	0.7%
1264.174082	1	0.7%
1249.205649	1	0.7%
1239.60141	1	0.7%

mf_lf_x
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.236896

Minimum	3.6342512
Maximum	117.76468
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	3.6342512
5-th percentile	9.9362652
Q1	21.322886
median	30.520631
Q3	47.825304
95-th percentile	86.190237
Maximum	117.76468
Range	114.13043
Interquartile range (IQR)	26.502418

Descriptive statistics

Standard deviation	22.928756
Coefficient of variation (CV)	0.63274614
Kurtosis	1.8432506
Mean	36.236896
Median Absolute Deviation (MAD)	11.452244
Skewness	1.3320027
Sum	5254.35
Variance	525.72786
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
14.38472303	1	0.7%
20.41714826	1	0.7%
46.05100071	1	0.7%
33.94449706	1	0.7%
40.79140127	1	0.7%
30.15493004	1	0.7%
45.33456658	1	0.7%
19.32378674	1	0.7%
32.54418244	1	0.7%
62.60641846	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3.634251197	1	0.7%
4.431744437	1	0.7%
5.831378094	1	0.7%
6.181009446	1	0.7%
6.867540994	1	0.7%
7.356403657	1	0.7%
8.261740093	1	0.7%
9.875356509	1	0.7%
10.17989974	1	0.7%
10.92225976	1	0.7%

Value	Count	Frequency (%)
117.7646793	1	0.7%
112.3437315	1	0.7%
111.2006831	1	0.7%
98.10147079	1	0.7%
91.215756	1	0.7%
91.05944588	1	0.7%
88.49806983	1	0.7%
87.67998448	1	0.7%
80.23124761	1	0.7%
78.66144229	1	0.7%

mf_lf_y
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.180816

Minimum	12.156987
Maximum	108.68488
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	12.156987
5-th percentile	22.765435
Q1	31.654782
median	39.342765
Q3	51.140988
95-th percentile	71.437764
Maximum	108.68488
Range	96.52789
Interquartile range (IQR)	19.486205

Descriptive statistics

Standard deviation	16.843315
Coefficient of variation (CV)	0.39006476
Kurtosis	1.5623897
Mean	43.180816
Median Absolute Deviation (MAD)	8.9935503
Skewness	1.1342368
Sum	6261.2183
Variance	283.69725
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43.84788071	1	0.7%
33.43252269	1	0.7%
41.67656465	1	0.7%
34.23539609	1	0.7%
38.60101698	1	0.7%
22.54086614	1	0.7%
47.34502995	1	0.7%
47.63420292	1	0.7%
44.92550274	1	0.7%
55.94794113	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.15698716	1	0.7%
17.67015785	1	0.7%
18.78953081	1	0.7%
18.90563336	1	0.7%
19.40502117	1	0.7%
20.70863248	1	0.7%
22.54086614	1	0.7%
22.70522389	1	0.7%
23.00627983	1	0.7%
23.3072816	1	0.7%

Value	Count	Frequency (%)
108.6848776	1	0.7%
91.38436369	1	0.7%
89.76573728	1	0.7%
88.61940861	1	0.7%
88.53762085	1	0.7%
83.69307918	1	0.7%
74.50891863	1	0.7%
71.49242178	1	0.7%
71.21913038	1	0.7%
71.0527291	1	0.7%

mf_mf_x
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.439876

Minimum	1.9313668
Maximum	31.874234
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	1.9313668
5-th percentile	2.7383056
Q1	5.1235903
median	8.2652167
Q3	13.693583
95-th percentile	27.962575
Maximum	31.874234
Range	29.942867
Interquartile range (IQR)	8.5699927

Descriptive statistics

Standard deviation	7.3409639
Coefficient of variation (CV)	0.70316584
Kurtosis	0.91710243
Mean	10.439876
Median Absolute Deviation (MAD)	4.0713918
Skewness	1.2605892
Sum	1513.782
Variance	53.889751
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.237556337	1	0.7%
3.854262611	1	0.7%
15.22821561	1	0.7%
10.90474541	1	0.7%
13.75326581	1	0.7%
11.2670206	1	0.7%
11.71516543	1	0.7%
7.037524508	1	0.7%
6.002638593	1	0.7%
24.1090963	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.931366821	1	0.7%
2.434748685	1	0.7%
2.469324388	1	0.7%
2.512686198	1	0.7%
2.680094916	1	0.7%
2.688205941	1	0.7%
2.704793511	1	0.7%
2.711574862	1	0.7%
2.845228783	1	0.7%
2.872204862	1	0.7%

Value	Count	Frequency (%)
31.87423413	1	0.7%
30.73480086	1	0.7%
30.66055678	1	0.7%
29.64530825	1	0.7%
28.87792456	1	0.7%
28.29918643	1	0.7%
28.04165571	1	0.7%
27.97008174	1	0.7%
27.9325497	1	0.7%
26.2762933	1	0.7%

mf_mf_y
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.193294

Minimum	4.0750593
Maximum	36.517657
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	4.0750593
5-th percentile	5.1136944
Q1	9.2428469
median	12.217626
Q3	16.102702
95-th percentile	23.341327
Maximum	36.517657
Range	32.442598
Interquartile range (IQR)	6.8598549

Descriptive statistics

Standard deviation	5.8835836
Coefficient of variation (CV)	0.44595259
Kurtosis	1.8203357
Mean	13.193294
Median Absolute Deviation (MAD)	3.4103996
Skewness	1.1082129
Sum	1913.0276
Variance	34.616556
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11.77995748	1	0.7%
4.874393431	1	0.7%
16.31564848	1	0.7%
11.05601772	1	0.7%
14.92952599	1	0.7%
12.21762602	1	0.7%
9.801284364	1	0.7%
15.25339597	1	0.7%
15.41963989	1	0.7%
25.15277789	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.075059311	1	0.7%
4.282397621	1	0.7%
4.46464023	1	0.7%
4.650767794	1	0.7%
4.874393431	1	0.7%
4.974624839	1	0.7%
5.005485224	1	0.7%
5.082620525	1	0.7%
5.237990065	1	0.7%
5.327051773	1	0.7%

Value	Count	Frequency (%)
36.51765691	1	0.7%
33.41180088	1	0.7%
30.08244621	1	0.7%
27.48938666	1	0.7%
26.26211497	1	0.7%
25.15277789	1	0.7%
24.1947849	1	0.7%
23.5300867	1	0.7%
22.58628618	1	0.7%
22.57753284	1	0.7%

mf_hf_x
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5444768

Minimum	0.17668142
Maximum	7.0030736
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.17668142
5-th percentile	0.27357255
Q1	0.72123817
median	1.2273703
Q3	2.2057569
95-th percentile	3.5772712
Maximum	7.0030736
Range	6.8263922
Interquartile range (IQR)	1.4845187

Descriptive statistics

Standard deviation	1.1529995
Coefficient of variation (CV)	0.74653079
Kurtosis	4.1593951
Mean	1.5444768
Median Absolute Deviation (MAD)	0.67711873
Skewness	1.6300185
Sum	223.94913
Variance	1.3294078
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.9617785005	1	0.7%
1.128633561	1	0.7%
2.446762524	1	0.7%
2.124309786	1	0.7%
2.185591924	1	0.7%
2.454176911	1	0.7%
1.922434255	1	0.7%
1.184355723	1	0.7%
0.7248950505	1	0.7%
2.852319763	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1766814157	1	0.7%
0.1952573484	1	0.7%
0.2105730476	1	0.7%
0.2342067324	1	0.7%
0.2456733461	1	0.7%
0.2567159151	1	0.7%
0.2592618662	1	0.7%
0.2707023985	1	0.7%
0.2850531645	1	0.7%
0.2938685216	1	0.7%

Value	Count	Frequency (%)
7.003073584	1	0.7%
5.934264494	1	0.7%
5.435877436	1	0.7%
3.986460256	1	0.7%
3.854484156	1	0.7%
3.799052627	1	0.7%
3.777716623	1	0.7%
3.616946199	1	0.7%
3.418571068	1	0.7%
3.205946931	1	0.7%

mf_hf_y
Real number (ℝ)

UNIQUE

Distinct	145
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0277348

Minimum	0.55500536
Maximum	5.7940852
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 KiB

Quantile statistics

Minimum	0.55500536
5-th percentile	0.85331133
Q1	1.2919244
median	1.788841
Q3	2.4836178
95-th percentile	3.9743548
Maximum	5.7940852
Range	5.2390798
Interquartile range (IQR)	1.1916934

Descriptive statistics

Standard deviation	0.99547753
Coefficient of variation (CV)	0.49093082
Kurtosis	1.5768567
Mean	2.0277348
Median Absolute Deviation (MAD)	0.61240888
Skewness	1.1632756
Sum	294.02155
Variance	0.9909755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.125769396	1	0.7%
1.372649275	1	0.7%
3.016645485	1	0.7%
2.122764917	1	0.7%
2.154632527	1	0.7%
1.950094974	1	0.7%
1.246933721	1	0.7%
1.657497988	1	0.7%
2.336037624	1	0.7%
3.851663074	1	0.7%
Other values (135)	135	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.5550053648	1	0.7%
0.6885160268	1	0.7%
0.6936543106	1	0.7%
0.7307459784	1	0.7%
0.7692602292	1	0.7%
0.8110721611	1	0.7%
0.8315182677	1	0.7%
0.8525903346	1	0.7%
0.8561952914	1	0.7%
0.8918891528	1	0.7%

Value	Count	Frequency (%)
5.794085161	1	0.7%
5.434986447	1	0.7%
4.986695064	1	0.7%
4.231657907	1	0.7%
4.113072852	1	0.7%
4.00481946	1	0.7%
4.001895916	1	0.7%
3.996872808	1	0.7%
3.88428254	1	0.7%
3.880851687	1	0.7%

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	class	file_path	exam	cop_x	cop_y	flag	acc_x	acc_y	rms_acc_x	rms_acc_y	path	samp_en_x	samp_en_y	f80_x	f80_y	mf_lf_x	mf_lf_y	mf_mf_x	mf_mf_y	mf_hf_x	mf_hf_y
87	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOA 1_SWARII.txt	EBOA	[-0.35748559010000003, -0.3461731127, -0.33069883840000003, -0.31392210060000003, -0.3018743003, -0.2932834989, -0.2779642955, -0.2662224519, -0.2614735163, -0.2470482542, -0.23370853830000002, -0.21007495280000002, -0.1966106233, -0.18141757930000002, -0.1664073123, -0.15843681110000002, -0.15405909010000002, -0.153787062, -0.15597444300000002, -0.15628207630000002, -0.1619216497, -0.1640810968, -0.15992246670000002, -0.1620794753, -0.1629027348, -0.1645865374, -0.1660786829, -0.1737323688, -0.18755235720000002, -0.2064519794, -0.2316748405, -0.2650158664, -0.2973318871, -0.3306800828, -0.3578113217, -0.3745231049, -0.3827376145, -0.3777601266, -0.3701148204, -0.35327211080000004, -0.3299604103, -0.3069053251, -0.2881047155, -0.2747862195, -0.2584204943, -0.2413479382, -0.2250813613, -0.2076661851, -0.1924345093, -0.17205446300000002, -0.1575613505, -0.1458474459, -0.144469234, -0.1520392372, -0.1632617728, -0.1853725512, -0.2087016808, -0.23174444330000002, -0.2568281034, -0.27665354340000003, -0.30494979910000003, -0.3268384186, -0.3475605829, -0.3736442769, -0.4012198809, -0.426213952, -0.4389732463, -0.44451429950000004, -0.44535411300000005, -0.4402357275, -0.4212185995, -0.3951313245, -0.3797921403, -0.34832071140000004, -0.3219499583, -0.2912648894, -0.26359404880000004, -0.2389755418, -0.2158084257, -0.1971303211, -0.1785336493, -0.1653202094, -0.1555745165, -0.1549010472, -0.1568883778, -0.1655422414, -0.1778442633, -0.1961268062, -0.2143583359, -0.2305787816, -0.24475283020000002, -0.2548681027, -0.2657291076, -0.2785410454, -0.2836768564, -0.2969806203, -0.2982383344, -0.3009440195, -0.3047550438, -0.3062431053, ...]	[0.5671727884000001, 0.6432613367000001, 0.7203525344, 0.7825515205, 0.8231504348, 0.8297664645, 0.8074418985, 0.7687147242, 0.7334236847000001, 0.701850462, 0.6802223317, 0.6683206025, 0.6630948702, 0.6542916803000001, 0.6321648628000001, 0.5993973235, 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88	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOA 2_SWARII.txt	EBOA	[0.1147126469, 0.0871918856, 0.056699076800000005, 0.030683725300000003, 0.0203618614, 0.0218047974, 0.031145726800000002, 0.035187118100000005, 0.0456056826, 0.050989174500000005, 0.0531737737, 0.0461012671, 0.0429586259, 0.0434470392, 0.0401370891, 0.0375059276, 0.032796508, 0.040139836400000004, 0.0451956512, 0.0455708824, 0.0526600616, 0.061927890400000005, 0.0649437194, 0.0540127628, 0.0289544822, -0.0044555331, -0.045330119700000004, -0.0957156618, -0.1445901161, -0.19742005340000002, -0.2393022139, -0.2724997366, -0.2951499301, -0.31209149, -0.3210307253, -0.3192161692, -0.3086619004, -0.2972280841, -0.28453832830000003, -0.2646486216, -0.24140461400000002, -0.2144309003, -0.1845251886, -0.1569491847, -0.11656922460000001, -0.08340395860000001, -0.0515999465, -0.0247914404, 0.0008563430000000001, 0.0268836323, 0.0467162614, 0.057456508600000004, 0.0550325943, 0.059077715600000004, 0.0588849148, 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89	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOA 3_SWARII.txt	EBOA	[0.14245601100000002, 0.1417046471, 0.13510526280000001, 0.1231250752, 0.0983113899, 0.07358832230000001, 0.0602764883, 0.0442033609, 0.0405792101, 0.040542966, 0.0500179758, 0.0603037037, 0.062918893, 0.0632448546, 0.051682181800000004, 0.0479563683, 0.0419714949, 0.034150641, 0.031215925800000002, 0.032194055400000005, 0.038298917200000004, 0.0396989884, 0.0372563479, 0.0352664556, 0.0372267836, 0.0372339879, 0.039550174300000004, 0.0521221559, 0.0565550833, 0.0722524799, 0.0941980275, 0.11049169830000001, 0.1292509667, 0.1408153355, 0.15468885000000002, 0.16870937060000002, 0.1626685303, 0.1617961725, 0.15747589550000002, 0.1515926208, 0.1512847262, 0.1458366381, 0.1492741625, 0.1451469757, 0.1412433428, 0.1410506486, 0.1384350471, 0.1322696136, 0.127265779, 0.1228881175, 0.12020591030000001, 0.1161405227, 0.10207977530000001, 0.1023322757, 0.0970137026, 0.0990763852, 0.0955112889, 0.0933851421, 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90	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOASI1_SWARII.txt	EBOASI	[1.0384184226, 1.1548997605, 1.2826120817, 1.401274686, 1.5116886045, 1.5955796575, 1.6488370174, 1.6850509812, 1.6888005964000001, 1.6666809688000002, 1.6052933934, 1.5196612577000002, 1.4196211927, 1.3013518258, 1.1801085117, 1.0423520678, 0.9013027354, 0.7630922680000001, 0.6434860172, 0.5448815566, 0.4690249235, 0.4061278533, 0.3599374759, 0.3294876698, 0.29889795480000003, 0.276372962, 0.244568096, 0.2138105679, 0.1857974529, 0.1481237656, 0.1289752343, 0.1219412295, 0.1321501069, 0.16657292640000002, 0.2344744413, 0.33634397590000004, 0.4466268859, 0.5536346178, 0.6518464902000001, 0.7311662957, 0.7762056878, 0.7914302513, 0.7825977904, 0.7675361601, 0.7529985322, 0.7601573850000001, 0.7749402139, 0.7985778835, 0.8309744615, 0.8691608199, 0.9185415557000001, 0.9728886722000001, 1.0295549031, 1.0893003176, 1.1462243596, 1.2018013465, 1.2348958229, 1.2418920122000001, 1.2502895299999999, 1.272735967, 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91	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOASI2_SWARII.txt	EBOASI	[0.2830393767, 0.241378173, 0.2009228231, 0.15051343550000001, 0.0905146122, 0.021986778800000002, -0.0563314545, -0.1346826692, -0.2092055492, -0.27318383100000004, -0.3131213644, -0.3480631236, -0.3727429389, -0.3997806896, -0.4299036465, -0.472218766, -0.5306030224, -0.5971504533, -0.6690891321, -0.7485913094000001, -0.8279466417, -0.8989856894, -0.9619847231, -1.0192768449, -1.0607459504, -1.0798408213, -1.0713237773, -1.0463478443, -1.007128726, -0.9688196750000001, -0.9305758995000001, -0.9039289103, -0.8949384107, -0.9017530378, -0.9210149573, -0.9412022363, -0.9788974041, -1.0254169936, -1.0939707059, -1.1739483864, -1.2562561847, -1.3367616884, -1.4014776787, -1.444683789, -1.471195813, -1.4799538686, -1.4812127406, -1.5018851558000001, -1.5420186593, -1.6139620672000001, -1.7090092329000002, -1.8261820682, -1.9695327928, -2.1317400915, -2.2981129718, -2.4516218231, -2.578925748, -2.6815921735, 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93	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOASITD2_SWARII.txt	EBOASITD	[-0.2504060208, -0.2564812656, -0.2756700574, -0.3006427319, -0.3307170518, -0.3636316402, -0.39193580450000004, -0.41021511850000003, -0.4224131128, -0.4276449531, -0.426567281, -0.4174769253, -0.4046938524, -0.3821665133, -0.3401019503, -0.2776801204, -0.1897078713, -0.08937057450000001, 0.021956805700000002, 0.1379814511, 0.2309030923, 0.3076248194, 0.3443838052, 0.3395438558, 0.3033033731, 0.23115403680000002, 0.1426166686, 0.0278830329, -0.095421671, -0.1991333776, -0.273606948, -0.3278596587, -0.3720456965, -0.4019748496, -0.4316385378, -0.4528592041, -0.47350255290000004, -0.5025534168, -0.5212500638, -0.5264425405000001, -0.5100792381, -0.4676521594, -0.408941997, -0.3127585666, -0.1782479244, -0.0260544852, 0.1503222551, 0.3225505006, 0.46037014460000003, 0.5549492902000001, 0.6071480527, 0.6237148263, 0.602850412, 0.5645547499, 0.5132058142, 0.4561686321, 0.3926194263, 0.3330852006, 0.27096024, 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94	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOATD2_SWARII.txt	EBOATD	[-0.4381288283, -0.4462642415, -0.443940241, -0.43815312570000003, -0.4358071564, -0.4274026313, -0.4186509802, -0.4031845699, -0.3909659706, -0.3829494954, -0.36618917030000003, -0.3516560111, -0.3341462179, -0.3139819529, -0.2962974357, -0.2734927001, -0.2611251323, -0.2484145774, -0.2312416974, -0.2190640819, -0.20677351500000002, -0.2003410584, -0.1900222178, -0.1812302676, -0.1706948445, -0.1628046539, -0.1509492694, -0.1272390055, -0.0976147859, -0.0663058466, -0.029561397700000002, 0.013769367900000001, 0.057215206000000005, 0.09286179480000001, 0.1177447206, 0.13983649110000002, 0.14914948490000002, 0.1477850249, 0.1414784772, 0.134844546, 0.12905568950000001, 0.1339486803, 0.1435180472, 0.16009187190000002, 0.18542525470000001, 0.2047065833, 0.23156190670000001, 0.2470515245, 0.2582544431, 0.2585801003, 0.2526805892, 0.23992478350000002, 0.21625558990000002, 0.1893110113, 0.1545148451, 0.1276364364, 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95	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOC 1_SWARII.txt	EBOC	[-0.1516230626, -0.1672972685, -0.17629676300000002, -0.1825275829, -0.1837814063, -0.1712547315, -0.1461524666, -0.1139215653, -0.0866070073, -0.0586178123, -0.017151919, 0.0120090267, 0.045674418700000004, 0.0729296688, 0.10306771320000001, 0.1304529786, 0.1488411728, 0.1674849582, 0.18447880020000001, 0.19606479270000002, 0.19847130400000002, 0.20102010650000002, 0.2103649869, 0.2201024707, 0.2283009239, 0.2281448792, 0.2379584281, 0.2508694259, 0.2599470833, 0.26394879200000004, 0.26548807890000004, 0.26785442060000003, 0.2629182279, 0.244090304, 0.22638845300000002, 0.21495696760000002, 0.2073764754, 0.19505401700000002, 0.1930315193, 0.2008984248, 0.2072164377, 0.2034592861, 0.19308774820000002, 0.19335521900000002, 0.17790430810000002, 0.1633898645, 0.1469005192, 0.1332693794, 0.11147023140000001, 0.0887766252, 0.07068230910000001, 0.0562665228, 0.044742246900000004, 0.0355067244, 0.0265022676, 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96	Diabetic	../data/raw/COP_Tests/DG\participant_1\EBOC 2_SWARII.txt	EBOC	[0.2446154985, 0.24320689680000002, 0.2351612003, 0.2224841254, 0.2047794734, 0.1776462258, 0.1370814807, 0.0986735142, 0.0659258107, 0.0408247502, 0.0178670319, 0.000616827, -0.012100084700000001, -0.0236035203, -0.043118571, -0.0629718921, -0.0872545351, -0.10876311500000001, -0.123649953, -0.13551558090000002, -0.14916660980000002, -0.1688204159, -0.1756092829, -0.1853755724, -0.19526600530000002, -0.2085244773, -0.21168731300000002, -0.21262424300000002, -0.2123562691, -0.2203372331, -0.2291137833, -0.2331446396, -0.2394444866, -0.24751280700000003, -0.26019950270000003, -0.2687042899, -0.2710584069, -0.2653542374, -0.2560118287, -0.2527496299, -0.2364050171, -0.2200393421, -0.19953285540000001, -0.1881826594, -0.18486950940000002, -0.17463728950000001, -0.17078455850000002, -0.1663887235, -0.1621695436, -0.1513977329, -0.1429478874, -0.134085532, -0.1259891757, -0.11593217530000001, -0.1015320707, 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	class	file_path	exam	cop_x	cop_y	flag	acc_x	acc_y	rms_acc_x	rms_acc_y	path	samp_en_x	samp_en_y	f80_x	f80_y	mf_lf_x	mf_lf_y	mf_mf_x	mf_mf_y	mf_hf_x	mf_hf_y
222	Diabetic	../data/raw/COP_Tests/DG\participant_7\EBOC 3_SWARII.txt	EBOC	[0.1150687813, 0.078757222, 0.0425844025, 0.0203981559, 0.004571076, -0.0125421969, -0.017087296000000002, -0.0317941952, -0.044823114000000004, -0.0607627312, -0.0710290011, -0.0861276753, -0.09680662200000001, -0.1024882785, -0.0918496708, -0.0863159654, -0.08836542750000001, -0.0871197729, -0.0868792914, -0.0867395375, -0.0875976464, -0.0956004334, -0.0948863009, -0.0920243005, -0.0884947534, -0.0751537073, -0.0697837888, -0.0626501594, -0.0608443309, -0.0588190706, -0.059977196600000005, -0.0627168006, -0.0717653822, -0.0699123417, -0.0628102998, -0.0659205501, -0.0651625452, -0.0666225332, -0.061974012800000006, -0.060512111, -0.0648900452, -0.0619120582, -0.06368609, -0.0617070231, -0.0559733377, -0.0542434589, -0.051464131600000004, -0.048773999900000004, -0.0363484168, -0.0381266133, -0.0381458116, -0.043938421400000004, -0.043481104300000004, -0.0431331295, -0.0386957073, -0.0208785043, -0.0058959679, 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224	Diabetic	../data/raw/COP_Tests/DG\participant_7\EBOCSI 2_SWARII.txt	EBOCSI	[0.29065668380000004, 0.2429427532, 0.1834429092, 0.1303350346, 0.1120128657, 0.11734580550000001, 0.12013251230000001, 0.13125287800000002, 0.1556679323, 0.1816459503, 0.1631804653, 0.1028090776, 0.0396682363, -0.0290087046, -0.10206403160000001, -0.1866435685, -0.2627698557, -0.335929046, -0.40612684720000003, -0.47391869280000004, -0.5473441603, -0.6060313361, -0.659096192, -0.7014810351, -0.747527954, -0.7895312262, -0.8165359053, -0.8369409873, -0.8537555576, -0.8747574646, -0.8967869660000001, -0.9159889854000001, -0.9245734317000001, -0.9314016383, -0.9267024597, -0.8992025759000001, -0.8493663194000001, -0.7870725661, -0.7233968513, -0.6457797031, -0.5325816999999999, -0.4139177399, -0.3141498761, -0.22514712890000002, -0.1357297621, -0.051316826100000004, -0.0001461536, 0.0234774002, 0.048892613, 0.0952223591, 0.1566852454, 0.2045304769, 0.2303978972, 0.2539451542, 0.27782957350000004, 0.2931780033, 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225	Diabetic	../data/raw/COP_Tests/DG\participant_7\EBOCSI 3_SWARII.txt	EBOCSI	[0.3994895485, 0.4165795224, 0.4125637649, 0.37972542930000003, 0.3241463438, 0.2754641161, 0.2399866215, 0.2039590369, 0.17165633, 0.1381377481, 0.0969090762, 0.054516922200000005, -0.0048203461, -0.0711321201, -0.1436334401, -0.2062009566, -0.257099685, -0.2990454392, -0.33417396720000003, -0.3569091549, -0.3650794267, -0.36569209350000004, -0.3657107249, -0.3770216189, -0.4053889517, -0.4432003004, -0.48076436240000003, -0.5094649263000001, -0.515875319, -0.47662695120000004, -0.39585280640000003, -0.2895128403, -0.1804666399, -0.0750301644, 0.0129815624, 0.0731769322, 0.1173741132, 0.1504661396, 0.1903920009, 0.23592290600000002, 0.2890384458, 0.33784339820000003, 0.3524301462, 0.3559184825, 0.3295735097, 0.2766746621, 0.1812218296, 0.0833873034, -0.017870079100000002, -0.1285231124, -0.2280499023, -0.29777553160000003, -0.3206012166, -0.3198433673, -0.3069440015, -0.2792670595, -0.2283941556, 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226	Diabetic	../data/raw/COP_Tests/DG\participant_7\EBOCTD 1_SWARII.txt	EBOCTD	[0.2878039548, 0.3495608572, 0.40051299970000004, 0.4421816637, 0.48894007720000005, 0.5389826703, 0.5829989336, 0.6027585513, 0.6119458957, 0.6013448269, 0.5623671102000001, 0.509462521, 0.44202182090000003, 0.3684325262, 0.3003717996, 0.23730501040000002, 0.1936038699, 0.1677625091, 0.1504131529, 0.1528595637, 0.15850027690000001, 0.16631557760000001, 0.1747183047, 0.1864630009, 0.1868603895, 0.1694573037, 0.1271300272, 0.0818331199, 0.0350541085, -0.0268444762, -0.0971096094, -0.16076826930000002, -0.2100628396, -0.2443008485, -0.270417962, -0.2767439961, -0.2656480717, -0.2512429912, -0.23834281400000001, -0.2222415331, -0.1939200384, -0.1775075322, -0.1650695586, -0.1631011879, -0.1667808371, -0.1729183703, -0.2128073533, -0.2603225507, -0.3115817511, -0.35780830480000003, -0.39455615050000004, -0.42361890420000003, -0.4191916954, -0.4129171949, -0.3896288792, -0.3550821863, -0.3226366868, 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228	Diabetic	../data/raw/COP_Tests/DG\participant_7\EBOCTD 3_SWARII.txt	EBOCTD	[-0.18307020570000002, -0.1932227416, -0.1977737513, -0.2068515121, -0.22818195800000002, -0.24930832790000002, -0.25458176050000003, -0.2550800495, -0.257704263, -0.2695244578, -0.2822746546, -0.2979866903, -0.31251018610000003, -0.3241968114, -0.31654794740000003, -0.31341843140000003, -0.299315737, -0.2701286814, -0.220158928, -0.17213485280000002, -0.1312412476, -0.08275160990000001, -0.0367605651, -0.01035892, -0.0141982792, -0.0381775601, -0.0691791181, -0.11562363070000001, -0.16508567170000002, -0.2104679213, -0.2327624299, -0.2557046471, -0.28742328710000004, -0.3182712988, -0.3403672325, -0.3653343403, -0.3892789077, -0.41140608300000003, -0.42222792330000003, -0.4266302752, -0.4301924421, -0.4333686887, -0.44893221440000003, -0.4806762512, -0.4991146186, -0.5264990346, -0.5347231782, -0.5443439069, -0.5521714373000001, -0.5439475094, -0.5294504057, -0.5026510744, -0.4790616641, -0.4493718682, 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230	Diabetic	../data/raw/COP_Tests/DG\participant_7\EBOCTDSI 2_SWARII.txt	EBOCTDSI	[-0.25622655440000003, -0.2201111328, -0.1628772138, -0.13307970430000002, -0.1367035426, -0.13965428970000002, -0.15342164, -0.1579377891, -0.15743304930000002, -0.1737509285, -0.1892270136, -0.2160806492, -0.2420310923, -0.2733063551, -0.3354972426, -0.3677473859, -0.37318952400000005, -0.3611126542, -0.3363164252, -0.30681713110000003, -0.26903300820000003, -0.20958278760000001, -0.14700537300000002, -0.1011160563, -0.0843825656, -0.09275312570000001, -0.1013598424, -0.1430560023, -0.2309030826, -0.3380097094, -0.435379291, -0.4943490629, -0.5317885991, -0.5692317927, -0.5984592244, -0.6013153793, -0.5894451350000001, -0.6109433872000001, -0.6592661262, -0.6929328067, -0.6864186539, -0.6624670259000001, -0.629617726, -0.5977832047, -0.5923302802, -0.6057192647, -0.6250973376, -0.6587431903000001, -0.6961255728, -0.6997206555000001, -0.6622007031, -0.5902940151, -0.5257368256, -0.4856952498, 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Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Missing values

Sample